A food product including a potato substrate having less than about 6% moisture content that is at least partially coated with a coating composition having a food starch component is provided. The at least partially coated potato substrate contains at least about 20% less fat content (adjusted to an about 1% product moisture basis) after thermal processing as compared to a substantially similar thermal processed uncoated potato substrate.